DroidLegacy: Automated Familial Classification of Android Malware.
Luke DeshotelsVivek NotaniArun LakhotiaPublished in: PPREW@POPL (2014)
Keyphrases
- automated classification
- pattern recognition
- malware detection
- machine learning
- feature extraction
- classification scheme
- decision trees
- classification method
- automatic classification
- supervised learning
- support vector machine
- support vector
- benchmark datasets
- pattern classification
- classification rules
- classification process
- classification algorithm
- cross validation
- machine learning algorithms
- text classification
- image classification
- classification accuracy
- class labels
- unsupervised learning
- machine learning methods
- classification models
- fully automated
- active learning
- supervised classification
- classification systems
- preprocessing
- training data
- feature selection